Behavioral AI to Predict and Increase Peritoneal Dialysis Uptake
This study is looking at how artificial intelligence (AI) can help people with chronic kidney disease (CKD) choose peritoneal dialysis. Researchers will use a special AI tool called Scaled Insights Behavioral AI to analyze survey responses from patients. This AI will help understand what influences a patient's decision about dialysis. The goal is to develop personalized suggestions, or "nudges," that healthcare professionals can use to help patients either continue with peritoneal dialysis or switch to it from hemodialysis. This study aims to improve how doctors understand and support patients in making these important treatment choices. You may be able to participate if you are an adult (18 years or older) with CKD stage 4-5 and live in the US or UK.
- Study design
- This is an observational study involving 3000 participants. It uses a special AI tool to analyze survey data.
- What's involved
- Language data will be collected using a survey. The study will measure your choice of dialysis from August 2024 to August 2025.
- Compensation
- Not stated in the trial record.
- Follow-up
- Your choice of dialysis will be measured for one year, from August 2024 to August 2025.
AI-generated from the public study record. Only the study team can confirm whether you're eligible — confirm details with them before making decisions.
Behavioral AI to Predict and Increase Peritoneal Dialysis Uptake
At a glance
Conditions
NCT06533254
Where you'd take part
This study runs at 1 site. They're the same protocol — you choose where, and that choice sets who your contact draft is addressed to.
Dallas Renal Group
Dallas, Texasstudy coordinator listed
Recruiting
Sites open and close at different times, so the status above is per site — it can differ from the study's overall status.
Study leadership
- Stuart W Flint, PhD · PRINCIPAL_INVESTIGATOR · Scaled Insights
Who to contact
Opens a ready-to-send draft in your own email app — review before sending.
Want this trial checked against your situation?
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Inclusion
Exclusion
What this trial measures
- Choice of DyalysisFrom August 2024 to August 2025
The Investigators will use AI to predict patients choice of dialysis. This choice will be recorded by their clinical provider as per normal routine care.